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AI Visibility Scorecard

Stumpt LLC

Stumpt LLC

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stumptllc.com · Technology

Somewhat visible. AI bots can read Stumpt LLC, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#423,538 of 2,807,892 in Technology for AI visibility

5.7

/10

AEO Score

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About Stumpt LLC

from stumptllc.com

Operator-owned forestry mulching and land clearing for Southern Illinois and the St. Louis Metro East. One machine, one pass. No burn piles, no torn-up soil.

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

10

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

5

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.7/10, Stumpt LLC has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Stumpt LLC

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Stumpt LLC: Tech & Electronics

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/stumptllc

Cite this score: Engagemii (2026). "AEO Score for Stumpt LLC." Retrieved from https://engagemii.com/aeo/brands/stumptllc

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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